EP1239406A3 - Device and method for character recognition and for recognition of mathematical expressions - Google Patents
Device and method for character recognition and for recognition of mathematical expressions Download PDFInfo
- Publication number
- EP1239406A3 EP1239406A3 EP02004377A EP02004377A EP1239406A3 EP 1239406 A3 EP1239406 A3 EP 1239406A3 EP 02004377 A EP02004377 A EP 02004377A EP 02004377 A EP02004377 A EP 02004377A EP 1239406 A3 EP1239406 A3 EP 1239406A3
- Authority
- EP
- European Patent Office
- Prior art keywords
- mathematical expression
- belonging
- text
- possibility
- recognition
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/24—Character recognition characterised by the processing or recognition method
- G06V30/242—Division of the character sequences into groups prior to recognition; Selection of dictionaries
- G06V30/244—Division of the character sequences into groups prior to recognition; Selection of dictionaries using graphical properties, e.g. alphabet type or font
- G06V30/2455—Discrimination between machine-print, hand-print and cursive writing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/26—Techniques for post-processing, e.g. correcting the recognition result
- G06V30/262—Techniques for post-processing, e.g. correcting the recognition result using context analysis, e.g. lexical, syntactic or semantic context
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
Abstract
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2001063968 | 2001-03-07 | ||
JP2001063968A JP4181310B2 (en) | 2001-03-07 | 2001-03-07 | Formula recognition apparatus and formula recognition method |
Publications (3)
Publication Number | Publication Date |
---|---|
EP1239406A2 EP1239406A2 (en) | 2002-09-11 |
EP1239406A3 true EP1239406A3 (en) | 2005-03-16 |
EP1239406B1 EP1239406B1 (en) | 2007-12-19 |
Family
ID=18922868
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP02004377A Expired - Lifetime EP1239406B1 (en) | 2001-03-07 | 2002-03-05 | Device and method for character recognition and for recognition of mathematical expressions |
Country Status (4)
Country | Link |
---|---|
US (1) | US7181068B2 (en) |
EP (1) | EP1239406B1 (en) |
JP (1) | JP4181310B2 (en) |
DE (1) | DE60224128T2 (en) |
Cited By (1)
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---|---|---|---|---|
CN108038441A (en) * | 2017-12-07 | 2018-05-15 | 庞军良 | A kind of System and method for based on image recognition |
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JP2007535740A (en) * | 2004-03-23 | 2007-12-06 | アンヘル・パラショス・オルエタ | Managing formulas |
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US8176054B2 (en) * | 2007-07-12 | 2012-05-08 | Ricoh Co. Ltd | Retrieving electronic documents by converting them to synthetic text |
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US10192279B1 (en) | 2007-07-11 | 2019-01-29 | Ricoh Co., Ltd. | Indexed document modification sharing with mixed media reality |
US8249344B2 (en) * | 2005-07-01 | 2012-08-21 | Microsoft Corporation | Grammatical parsing of document visual structures |
US8020091B2 (en) * | 2005-07-15 | 2011-09-13 | Microsoft Corporation | Alignment and breaking of mathematical expressions in documents |
KR100630200B1 (en) * | 2005-08-24 | 2006-10-02 | 삼성전자주식회사 | Method for operating calculator mode in the portable terminal |
JP2007072718A (en) * | 2005-09-06 | 2007-03-22 | Univ Of Tokyo | Handwritten mathematical expression recognizing device and recognizing method |
US20100254606A1 (en) * | 2005-12-08 | 2010-10-07 | Abbyy Software Ltd | Method of recognizing text information from a vector/raster image |
RU2309456C2 (en) * | 2005-12-08 | 2007-10-27 | "Аби Софтвер Лтд." | Method for recognizing text information in vector-raster image |
US8509563B2 (en) | 2006-02-02 | 2013-08-13 | Microsoft Corporation | Generation of documents from images |
US9411896B2 (en) | 2006-02-10 | 2016-08-09 | Nokia Technologies Oy | Systems and methods for spatial thumbnails and companion maps for media objects |
CA2642217C (en) | 2006-02-17 | 2014-05-06 | Lumex As | Method and system for verification of uncertainly recognized words in an ocr system |
US9286404B2 (en) | 2006-06-28 | 2016-03-15 | Nokia Technologies Oy | Methods of systems using geographic meta-metadata in information retrieval and document displays |
US9721157B2 (en) * | 2006-08-04 | 2017-08-01 | Nokia Technologies Oy | Systems and methods for obtaining and using information from map images |
US9020966B2 (en) | 2006-07-31 | 2015-04-28 | Ricoh Co., Ltd. | Client device for interacting with a mixed media reality recognition system |
US9063952B2 (en) | 2006-07-31 | 2015-06-23 | Ricoh Co., Ltd. | Mixed media reality recognition with image tracking |
US8201076B2 (en) | 2006-07-31 | 2012-06-12 | Ricoh Co., Ltd. | Capturing symbolic information from documents upon printing |
US9176984B2 (en) | 2006-07-31 | 2015-11-03 | Ricoh Co., Ltd | Mixed media reality retrieval of differentially-weighted links |
US8489987B2 (en) | 2006-07-31 | 2013-07-16 | Ricoh Co., Ltd. | Monitoring and analyzing creation and usage of visual content using image and hotspot interaction |
US7885456B2 (en) * | 2007-03-29 | 2011-02-08 | Microsoft Corporation | Symbol graph generation in handwritten mathematical expression recognition |
US8116570B2 (en) * | 2007-04-19 | 2012-02-14 | Microsoft Corporation | User interface for providing digital ink input and correcting recognition errors |
US8009915B2 (en) * | 2007-04-19 | 2011-08-30 | Microsoft Corporation | Recognition of mathematical expressions |
US8073258B2 (en) * | 2007-08-22 | 2011-12-06 | Microsoft Corporation | Using handwriting recognition in computer algebra |
US20090245646A1 (en) * | 2008-03-28 | 2009-10-01 | Microsoft Corporation | Online Handwriting Expression Recognition |
US8121412B2 (en) * | 2008-06-06 | 2012-02-21 | Microsoft Corporation | Recognition of tabular structures |
US20100115403A1 (en) * | 2008-11-06 | 2010-05-06 | Microsoft Corporation | Transforming math text objects using build down and build up |
US20100166314A1 (en) * | 2008-12-30 | 2010-07-01 | Microsoft Corporation | Segment Sequence-Based Handwritten Expression Recognition |
JP4775462B2 (en) * | 2009-03-12 | 2011-09-21 | カシオ計算機株式会社 | Computer and program |
JP5471126B2 (en) * | 2009-07-31 | 2014-04-16 | カシオ計算機株式会社 | Electronic device and program |
US8571270B2 (en) | 2010-05-10 | 2013-10-29 | Microsoft Corporation | Segmentation of a word bitmap into individual characters or glyphs during an OCR process |
US8751550B2 (en) | 2010-06-09 | 2014-06-10 | Microsoft Corporation | Freeform mathematical computations |
JP5790070B2 (en) * | 2010-08-26 | 2015-10-07 | カシオ計算機株式会社 | Display control apparatus and program |
CN103250149B (en) * | 2010-12-07 | 2015-11-25 | Sk电信有限公司 | For extracting semantic distance and according to the method for semantic distance to mathematics statement classification and the device for the method from mathematics statement |
JP5267546B2 (en) * | 2010-12-22 | 2013-08-21 | カシオ計算機株式会社 | Electronic computer and program with handwritten mathematical expression recognition function |
US8943113B2 (en) * | 2011-07-21 | 2015-01-27 | Xiaohua Yi | Methods and systems for parsing and interpretation of mathematical statements |
US9058331B2 (en) | 2011-07-27 | 2015-06-16 | Ricoh Co., Ltd. | Generating a conversation in a social network based on visual search results |
US9600587B2 (en) | 2011-10-19 | 2017-03-21 | Zalag Corporation | Methods and apparatuses for generating search expressions from content, for applying search expressions to content collections, and/or for analyzing corresponding search results |
US9208218B2 (en) * | 2011-10-19 | 2015-12-08 | Zalag Corporation | Methods and apparatuses for generating search expressions from content, for applying search expressions to content collections, and/or for analyzing corresponding search results |
US9928225B2 (en) | 2012-01-23 | 2018-03-27 | Microsoft Technology Licensing, Llc | Formula detection engine |
JP5950700B2 (en) * | 2012-06-06 | 2016-07-13 | キヤノン株式会社 | Image processing apparatus, image processing method, and program |
CN103679129A (en) * | 2012-09-21 | 2014-03-26 | 中兴通讯股份有限公司 | Method and device for identifying object in image |
JP2014127188A (en) * | 2012-12-27 | 2014-07-07 | Toshiba Corp | Shaping device and method |
US9330070B2 (en) | 2013-03-11 | 2016-05-03 | Microsoft Technology Licensing, Llc | Detection and reconstruction of east asian layout features in a fixed format document |
JP2014203393A (en) * | 2013-04-09 | 2014-10-27 | 株式会社東芝 | Electronic apparatus, handwritten document processing method, and handwritten document processing program |
CN103996055B (en) * | 2014-06-13 | 2017-06-09 | 上海珉智信息科技有限公司 | Recognition methods based on grader in image file electronic bits of data identifying system |
RU2596600C2 (en) * | 2014-09-02 | 2016-09-10 | Общество с ограниченной ответственностью "Аби Девелопмент" | Methods and systems for processing images of mathematical expressions |
CN107092902B (en) * | 2016-02-18 | 2021-04-06 | 富士通株式会社 | Character string recognition method and system |
US10025976B1 (en) * | 2016-12-28 | 2018-07-17 | Konica Minolta Laboratory U.S.A., Inc. | Data normalization for handwriting recognition |
JP2019168935A (en) * | 2018-03-23 | 2019-10-03 | カシオ計算機株式会社 | Input device, input method and program |
US11610502B2 (en) | 2018-11-28 | 2023-03-21 | Kyndryl, Inc. | Portable computing device for learning mathematical concepts |
CN110796137A (en) * | 2019-10-10 | 2020-02-14 | 中国建设银行股份有限公司 | Method and device for identifying image |
KR20210061523A (en) * | 2019-11-19 | 2021-05-28 | 삼성전자주식회사 | Electronic device and operating method for converting from handwriting input to text |
CN112712075B (en) * | 2020-12-30 | 2023-12-01 | 科大讯飞股份有限公司 | Arithmetic detection method, electronic equipment and storage device |
KR102449336B1 (en) * | 2021-09-23 | 2022-09-30 | (주)웅진씽크빅 | Apparatus and method for recommending learning using optical character recognition |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
IL109268A (en) * | 1994-04-10 | 1999-01-26 | Advanced Recognition Tech | Pattern recognition method and system |
-
2001
- 2001-03-07 JP JP2001063968A patent/JP4181310B2/en not_active Expired - Lifetime
-
2002
- 2002-03-05 US US10/087,772 patent/US7181068B2/en not_active Expired - Lifetime
- 2002-03-05 DE DE60224128T patent/DE60224128T2/en not_active Expired - Lifetime
- 2002-03-05 EP EP02004377A patent/EP1239406B1/en not_active Expired - Lifetime
Non-Patent Citations (6)
Title |
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BLOSTEIN D ET AL: "COMPUTING WITH GRAPHS AND GRAPH TRANSFORMATIONS", SOFTWARE PRACTICE & EXPERIENCE, JOHN WILEY & SONS LTD. CHICHESTER, GB, vol. 29, no. 3, March 1999 (1999-03-01), pages 197 - 217, XP000802322, ISSN: 0038-0644 * |
CHANG CHAO-HUANG: "Word class discovery for postprocessing chinese handwriting recognition", PROC. 15TH INT. CONF. ON COMPUTATIONAL LINGUISTICS - COLING 1994, 5 August 1994 (1994-08-05), pages 1221 - 1225, XP002314335 * |
JÖRG HUNSINGER ET AL.: "A single-stage top-down probabilistic approach towards understanding spoken and handwritten mathematical formulas", PROC. 6TH INT. CONF. ON SPOKEN LANGUAGE PROCESSING - CHINA MILITARY FRIENDSHIP PUBLISHERS, vol. 4, 16 October 2000 (2000-10-16), BEIJING, CHINA, pages 386 - 389, XP002314337 * |
SRIHARI R K ET AL: "Incorporating syntactic constraints in recognizing handwritten sentences", IJCAI-93. PROCEEDINGS OF THE THIRTEENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE MORGAN KAUFMANN PUBLISHERS SAN MATEO, CA, USA, vol. 2, 28 August 1993 (1993-08-28), CHAMBÉRY, FRANCE, pages 1262 - 1267, XP002314334 * |
TOUMIT J -Y ET AL: "A hierarchical and recursive model of mathematical expressions for automatic reading of mathematical documents", PROC. OF THE 5TH INT. CONF. ON DOCUMENT ANALYSIS AND RECOGNITION. ICDAR '99 (CAT. NO.PR00318) IEEE COMPUT. SOC LOS ALAMITOS, CA, USA, 20 September 1999 (1999-09-20), BANGALORE, INDIA, pages 119 - 122, XP002314336, ISBN: 0-7695-0318-7 * |
TWAAKYONDO H M ET AL: "Structure analysis and recognition of mathematical expressions", DOCUMENT ANALYSIS AND RECOGNITION, 1995., PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON MONTREAL, QUE., CANADA 14-16 AUG. 1995, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, vol. 1, 14 August 1995 (1995-08-14), pages 430 - 437, XP010230970, ISBN: 0-8186-7128-9 * |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108038441A (en) * | 2017-12-07 | 2018-05-15 | 庞军良 | A kind of System and method for based on image recognition |
CN108038441B (en) * | 2017-12-07 | 2021-03-16 | 潘晓梅 | System and method based on image recognition |
Also Published As
Publication number | Publication date |
---|---|
EP1239406B1 (en) | 2007-12-19 |
US7181068B2 (en) | 2007-02-20 |
DE60224128T2 (en) | 2008-12-04 |
JP2002269499A (en) | 2002-09-20 |
EP1239406A2 (en) | 2002-09-11 |
DE60224128D1 (en) | 2008-01-31 |
US20020126905A1 (en) | 2002-09-12 |
JP4181310B2 (en) | 2008-11-12 |
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